Expertise

Choose an element. Discover what we can build together.

Our atlas of expertise

One colour, one family of skills. Each element tells a story of expertise.

68 skills8 domains

Computer maintenance

3

Hardware diagnosticsComputer maintenance

Software repairComputer maintenance

Operating systemsComputer maintenance

Systems & networks

13

Windows ServerSystems & networks

Internal networksSystems & networks

Active DirectorySystems & networks

System administrationSystems & networks

Cloud & AzureSystems & networks

Containers & DockerSystems & networks

KubernetesSystems & networks

Infrastructure as codeSystems & networks

Identity & Entra IDSystems & networks

Exchange & Microsoft 365Systems & networks

Web hostingSystems & networks

Monitoring & observabilitySystems & networks

Hybrid connectivitySystems & networks

Software development

7

Business applicationsSoftware development

JavaScriptSoftware development

PythonSoftware development

ScalaSoftware development

SQLSoftware development

API & middlewareSoftware development

Git & continuous deliverySoftware development

Business intelligence

8

Data analysisBusiness intelligence

Power BIBusiness intelligence

QlikViewBusiness intelligence

Data scienceBusiness intelligence

GIS & spatial analysisBusiness intelligence

Apache SupersetBusiness intelligence

Indicators & reportingBusiness intelligence

Qlik SenseBusiness intelligence

Data engineering

7

ETL pipelinesData engineering

Data integrationData engineering

DatabricksData engineering

FMEData engineering

Pipeline orchestrationData engineering

Apache SparkData engineering

Platforms & lakehouseData engineering

Governance & knowledge

9

Data governanceGovernance & knowledge

OpenMetadataGovernance & knowledge

Ontologies & RDFGovernance & knowledge

SPARQLGovernance & knowledge

Data CentricityGovernance & knowledge

CollibraGovernance & knowledge

Master & reference dataGovernance & knowledge

Knowledge managementGovernance & knowledge

Quality & lineageGovernance & knowledge

Artificial intelligence

15

Computer visionArtificial intelligence

Deep learningArtificial intelligence

Open LLMsArtificial intelligence

AI assistantsArtificial intelligence

RAG & knowledgeArtificial intelligence

Supervised AI agentsArtificial intelligence

Claude solutionsArtificial intelligence

AI evaluationArtificial intelligence

Document intelligenceArtificial intelligence

Semantic searchArtificial intelligence

Open-model ecosystemArtificial intelligence

Inference servicesArtificial intelligence

Model gatewaysArtificial intelligence

Data annotationArtificial intelligence

MCPArtificial intelligence

SME solutions

6

DolibarrSME solutions

Open-source toolsSME solutions

Activity trackingSME solutions

ERP & CRMSME solutions

Processes & BPMSME solutions

Business automationSME solutions

Complementary expertise.

Languages, tools & methods184

Active Directory Agents Alerting Analytics Apache Airflow Apache Spark Apache Superset API Approvals Azure Active Directory BI BPM Business applications Business automation Business workflows Cartography Chunking CI/CD Classification Claude Cloud data platforms Cloud governance Cloud networking Cloud templates Collibra Computer vision Container registry Containers CRM Dagster Data analysis Data annotation Data catalog Data Centricity Data governance Data integration Data lineage Data marts Data models Data quality Data Science Data stewardship Data storytelling Data validation Data visualisation Databricks Dataset curation Deep learning Deployment DNS Docker Document AI Documentation Dolibarr Domains Embeddings Entity extraction ERP Esri ArcGIS ETL Évaluation Evaluation sets Exchange Server Executive reporting Feature engineering Firewall rules FME Garde-fous GIS Git GitHub Actions Hardware Helm Hugging Face Hub Human review Human-in-the-loop IaC Identity governance Inference serving Infrastructure as Code Ingress Intégration métier Interoperability JavaScript Jupyter Knowledge management Knowledge retrieval KPI Kubernetes Label Studio Lakehouse LAN Landing zone LangChain Linked Data LiteLLM LLM LLM gateway Local inference Logging Luigi Mail flow Master Data Management MCP MCP clients MCP servers MDM Metadata Microsoft 365 Microsoft Azure Microsoft Entra ID Microsoft Exchange Middleware Model Context Protocol Model evaluation Model routing Monitoring Nginx NLP Observability OCR Ollama Ontologies Open source Open-source AI Open-weight models OpenAI API OpenMetadata Operating systems Operational metrics Ownership PDF Power BI Predictive modelling Private endpoints Process digitalisation Process modelling Prompts Python QGIS Qlik Qlik Sense QlikView Qualité RAG RBAC RDF Reference data Reranking Resources Retrieval Reverse proxy Routers Scala scikit-learn Secrets management Semantic models Semantic search SIG Similarity search Software Sources SPARQL Spatial analysis Spatial ETL SQL SSO Storage Switches System administration Tenant governance Terraform TLS Tool calling Tools Traceability Transformers Virtual networks vLLM VPN Web hosting Windows Server Workflow Workflow orchestration

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